He slumped into the threadbare armchair, the springs protesting under his weight. A friend request from Brenda "The Bruiser" Bradley, it announced itself, a little red number glaring from the screen. Thomas had been wrestling with the quarterly report all day, his brain feeling like scrambled eggs. He rubbed his tired eyes.

He remembered her, all right. The playground battles, the stolen lunch money, the cutting remarks. He felt a dull ache in his chest, a memory of the hollow feeling that had clung to him for years. He closed his eyes, imagining the scent of stale chalk dust and the metallic tang of fear. He let out a long breath, a silent acknowledgment of the energy it took to just get through another day. He wasn’t sure he could face reliving any of that.

Emotion: weary

Cluster: Fatigue / Lethargy
PC1 (Valence): -1.52 Negative
PC2 (Disposition): -1.02

Role in Research

This story is one of 1,000 stories generated for the emotion weary. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 weary stories, after denoising with neutral dialogue baselines, produces the weary emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the weary vector is projected through the unembedding matrix.

Promoted:
S0.384
😞0.288
sighed0.230
ness0.210
😪0.203
Suppressed:
de-0.339
l-0.300
!-0.222
la-0.221
🤟-0.198